Die Werkzeugbeschreibungen sind auf Englisch.

RAG und Suche

Retrieval, Vektordatenbanken, Embeddings und semantische Suche.

Anwendungsfall

Aktivität

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115

Werkzeug-Rangliste

Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    Sonstige
    Aktiv

    剧本分镜工具智能体(PenShot):电影/动漫/短剧/小说/剧本→分镜→片段→prompt | 基于 LangGraph+LLM,自动解析任意格式剧本,生成 Sora/Veo/Runway 等模型可用的连贯text-to-video提示词。保持角色/剧情跨片段一致,支持 MCP/REST API/函数调用 | Python库 + A2A集成。(LLM-powered screenplay-to-video-prompt agent. Break scripts into…

    githubgemessenes WachstumQuelle öffnen ↗

    160GitHub-Sterne+7 (+4.6 %)
  2. 2

    MCP
    Aktiv

    Search your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one…

    githubgemessenes WachstumQuelle öffnen ↗

    742GitHub-Sterne+7 (+0.95 %)
  3. 3

    Sonstige
    Aktiv

    An intentionally vulnerable OWASP LLM Top 10 training platform for AI Security, Prompt Injection, RAG Security, Agent Security, and GenAI penetration testing.

    githubgemessenes WachstumQuelle öffnen ↗

    311GitHub-Sterne+6 (+2.0 %)
  4. 4

    Skill
    Aktiv

    Hivemind turns your traces into reusable skills across agents

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add activeloopai/hivemind

    1 594GitHub-Sterne+6 (+0.38 %)
  5. 5
    Aktiv

    Context Engineering: Build Consistent, Accurate, Predictable AI Systems

    githubgemessenes WachstumQuelle öffnen ↗

    136GitHub-Sterne+5 (+3.8 %)
  6. 6
    Aktiv

    Andrej Karpathy's LLM Wiki pattern as a skill & Claude Code plugin — turn accumulated sources into a self-maintaining, scalable markdown knowledge base.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add praneybehl/llm-wiki-plugin

    99GitHub-Sterne+5 (+5.3 %)
  7. 7

    MCP
    Aktiv

    Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

    githubgemessenes WachstumQuelle öffnen ↗

    434GitHub-Sterne+5 (+1.2 %)
  8. 8

    Skill
    Aktiv

    FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/xr843/Master-skill ~/.claude/skills/Master-skill

    382GitHub-Sterne+5 (+1.3 %)
  9. 9
    Aktiv

    Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.

    githubgemessenes WachstumQuelle öffnen ↗

    381GitHub-Sterne+5 (+1.3 %)
  10. 10

    Skill
    Aktiv

    Deepdive skill for Claude Code — 12-phase research pipeline: plan-review gate, parallel sub-agent search, claims-ledger triangulation with dissent protection, relevance × authority evidence filter, multi-angle red team, four-layer citation…

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/Socialpranker/deepdive ~/.claude/skills/deepdive

    393GitHub-Sterne+5 (+1.3 %)
  11. 11

    Sonstige
    Aktiv

    Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.

    githubgemessenes WachstumQuelle öffnen ↗

    878GitHub-Sterne+4 (+0.46 %)
  12. 12

    Skill
    Aktiv

    Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/qdrant/skills ~/.claude/skills/skills

    230GitHub-Sterne+4 (+1.8 %)
  13. 13

    Sonstige
    Aktiv

    CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

    githubgemessenes WachstumQuelle öffnen ↗

    4 432GitHub-Sterne+3 (+0.07 %)
  14. 14
    Aktiv

    Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search, tag graph, MCP memory.

    githubgemessenes WachstumQuelle öffnen ↗

    58GitHub-Sterne+3 (+5.5 %)
  15. 15

    Skill
    Aktiv

    The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install `ork` for stable (v9.x), or `ork-alpha` for the v10 line, which ships daily.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add yonatangross/orchestkit

    227GitHub-Sterne+3 (+1.3 %)
  16. 16

    Agent
    Aktiv

    BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

    githubgemessenes WachstumQuelle öffnen ↗

    11 923GitHub-Sterne+3 (+0.03 %)
  17. 17

    Bibliothek
    Aktiv

    LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

    githubgemessenes WachstumQuelle öffnen ↗

    3 249GitHub-Sterne+2 (+0.06 %)
  18. 18

    MCP
    Aktiv

    MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

    githubgemessenes WachstumQuelle öffnen ↗

    103GitHub-Sterne+2 (+2.0 %)
  19. 19

    Agent
    Aktiv

    Ruby's capable AI runtime

    githubgemessenes WachstumQuelle öffnen ↗

    139GitHub-Sterne+2 (+1.5 %)
  20. 20
    Aktiv

    AST knowledge graph MCP server for Claude Code — semantic search, call graph traversal, HTTP route tracing, impact analysis. Auto-indexes 10 languages via Tree-sitter.

    githubgemessenes WachstumQuelle öffnen ↗

    72GitHub-Sterne+2 (+2.9 %)
  21. 21

    MCP
    Aktiv

    The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the complete protocol stack (MCP, AG-UI, A2UI, A2A). Zero cloud. Zero telemetry. On-device inference.

    githubgemessenes WachstumQuelle öffnen ↗

    31GitHub-Sterne+2 (+6.9 %)
  22. 22
    Aktiv

    Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem…

    githubgemessenes WachstumQuelle öffnen ↗

    56GitHub-Sterne+2 (+3.7 %)
  23. 23
    Aktiv

    USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with…

    githubgemessenes WachstumQuelle öffnen ↗

    178GitHub-Sterne+2 (+1.1 %)

Lern- und Referenzressourcen

Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.

  1. 1
    AktivQuelle öffnen ↗

    A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and…

    githubRessourcegemessenes Wachstum
    316GitHub-Sterne+3 (+0.96 %)
  2. 2
    AktivQuelle öffnen ↗

    🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能体文献综述的最强工具大全。

    githubRessourcegemessenes Wachstum
    16GitHub-Sterne+3 (+23.1 %)